Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 05:13 Python csv-read uncompressed, arrow_table, streaming, fanniemae_2016Q4 14.225 s 0.749
2022-11-08 05:12 Python csv-read gzip, arrow_table, streaming, fanniemae_2016Q4 14.204 s 0.912
2022-11-08 05:14 Python csv-read gzip, arrow_table, streaming, nyctaxi_2010-01 11.811 s 1.221
2022-11-08 05:17 Python dataframe-to-table type_strings 0.451 s -0.578
2022-11-08 05:17 Python dataframe-to-table type_integers 0.010 s 0.243
2022-11-08 05:15 Python csv-read uncompressed, arrow_table, streaming, nyctaxi_2010-01 11.689 s 1.444
2022-11-08 05:37 Python file-read uncompressed, parquet, table, fanniemae_2016Q4 1.659 s -2.826
2022-11-08 05:37 Python dataset-selectivity 1%, nyctaxi_multi_ipc_s3 2.061 s 0.089
2022-11-08 05:41 Python file-write uncompressed, parquet, dataframe, fanniemae_2016Q4 19.912 s -0.353
2022-11-08 05:11 Python csv-read uncompressed, arrow_table, file, fanniemae_2016Q4 1.235 s 0.930
2022-11-08 05:13 Python csv-read uncompressed, arrow_table, file, nyctaxi_2010-01 1.131 s -0.057
2022-11-08 05:16 Python dataframe-to-table chi_traffic_2020_Q1 20.367 s 0.048
2022-11-08 05:37 Python dataset-selectivity 1%, chi_traffic_2020_Q1 1.183 s -2.365
2022-11-08 05:39 Python file-read snappy, parquet, dataframe, nyctaxi_2010-01 0.952 s -2.788
2022-11-08 05:25 Python dataset-read async=True, pre_buffer=false, nyctaxi_multi_parquet_s3 82.360 s 0.105
2022-11-08 05:11 Python csv-read gzip, arrow_table, file, fanniemae_2016Q4 5.678 s 0.761
2022-11-08 05:36 Python dataset-read async=True, nyctaxi_multi_ipc_s3 223.139 s 0.067
2022-11-08 05:39 Python file-read lz4, feather, table, nyctaxi_2010-01 0.685 s 0.508
2022-11-08 05:44 Python file-write lz4, feather, dataframe, fanniemae_2016Q4 10.909 s -0.720
2022-11-08 05:45 Python file-write uncompressed, parquet, dataframe, nyctaxi_2010-01 7.148 s 1.159
2022-11-08 05:46 Python file-write uncompressed, feather, dataframe, nyctaxi_2010-01 3.446 s -0.168
2022-11-08 05:58 R file-read lz4, feather, dataframe, nyctaxi_2010-01, R 0.902 s 0.282
2022-11-08 05:46 Python wide-dataframe use_legacy_dataset=false 0.510 s 0.792
2022-11-08 05:56 R file-read snappy, parquet, table, fanniemae_2016Q4, R 1.338 s -1.557
2022-11-08 05:36 Python dataset-selectivity 100%, nyctaxi_multi_parquet_s3 1.317 s -0.355
2022-11-08 05:37 Python dataset-selectivity 100%, chi_traffic_2020_Q1 1.149 s -1.060
2022-11-08 05:38 Python file-read uncompressed, parquet, table, nyctaxi_2010-01 0.979 s -1.727
2022-11-08 05:46 Python file-write uncompressed, feather, table, nyctaxi_2010-01 1.978 s -0.039
2022-11-08 05:46 Python file-write lz4, feather, table, nyctaxi_2010-01 1.712 s -0.129
2022-11-08 05:17 Python dataset-filter nyctaxi_2010-01 1.014 s -0.419
2022-11-08 05:36 Python dataset-selectivity 10%, nyctaxi_multi_parquet_s3 1.259 s -0.605
2022-11-08 05:37 Python dataset-selectivity 10%, chi_traffic_2020_Q1 1.208 s -1.731
2022-11-08 05:39 Python file-read uncompressed, parquet, dataframe, nyctaxi_2010-01 0.989 s -1.645
2022-11-08 05:46 Python wide-dataframe use_legacy_dataset=true 0.373 s 0.623
2022-11-08 05:13 Python csv-read gzip, arrow_table, file, nyctaxi_2010-01 8.427 s -0.315
2022-11-08 05:17 Python dataframe-to-table type_nested 2.808 s 1.257
2022-11-08 05:37 Python dataset-selectivity 100%, nyctaxi_multi_ipc_s3 1.651 s 0.307
2022-11-08 05:38 Python file-read uncompressed, feather, dataframe, fanniemae_2016Q4 5.788 s -0.942
2022-11-08 05:38 Python file-read lz4, feather, dataframe, fanniemae_2016Q4 4.365 s -0.937
2022-11-08 05:41 Python file-write snappy, parquet, table, fanniemae_2016Q4 10.564 s 0.104
2022-11-08 05:44 Python file-write uncompressed, parquet, table, nyctaxi_2010-01 5.596 s 1.683
2022-11-08 05:17 Python dataframe-to-table type_dict 0.011 s 0.009
2022-11-08 05:43 Python file-write lz4, feather, table, fanniemae_2016Q4 1.549 s 0.926
2022-11-08 05:56 R file-read uncompressed, feather, table, fanniemae_2016Q4, R 0.314 s -0.201
2022-11-08 05:17 Python dataframe-to-table type_floats 0.011 s 0.597
2022-11-08 05:21 Python dataset-read async=True, pre_buffer=true, nyctaxi_multi_parquet_s3 72.092 s 1.384
2022-11-08 05:55 R dataframe-to-table type_integers, R 0.011 s 0.030
2022-11-08 05:55 R file-read uncompressed, parquet, table, fanniemae_2016Q4, R 1.343 s -1.214
2022-11-08 05:57 R file-read snappy, parquet, table, nyctaxi_2010-01, R 0.564 s -1.929
2022-11-08 05:38 Python file-read uncompressed, feather, table, fanniemae_2016Q4 2.322 s 0.819
2022-11-08 05:43 Python file-write uncompressed, feather, table, fanniemae_2016Q4 4.999 s -0.027
2022-11-08 05:39 Python file-read lz4, feather, dataframe, nyctaxi_2010-01 1.352 s -0.206
2022-11-08 05:46 Python file-write snappy, parquet, dataframe, nyctaxi_2010-01 9.068 s 1.352
2022-11-08 05:54 R dataframe-to-table chi_traffic_2020_Q1, R 4.303 s 0.004
2022-11-08 05:36 Python dataset-selectivity 1%, nyctaxi_multi_parquet_s3 1.217 s -0.439
2022-11-08 05:37 Python file-read snappy, parquet, table, fanniemae_2016Q4 1.507 s -1.714
2022-11-08 05:57 R file-read snappy, parquet, dataframe, nyctaxi_2010-01, R 0.907 s -1.413
2022-11-08 05:36 Python dataset-select nyctaxi_multi_parquet_s3_repartitioned 1.530 s -1.168
2022-11-08 05:39 Python file-read uncompressed, feather, dataframe, nyctaxi_2010-01 1.605 s -0.776
2022-11-08 05:43 Python file-write uncompressed, feather, dataframe, fanniemae_2016Q4 13.941 s -0.868
2022-11-08 05:37 Python file-read uncompressed, parquet, dataframe, fanniemae_2016Q4 1.636 s -2.608
2022-11-08 05:39 Python file-read uncompressed, feather, table, nyctaxi_2010-01 0.930 s 1.009
2022-11-08 05:46 Python file-write lz4, feather, dataframe, nyctaxi_2010-01 2.851 s 0.105
2022-11-08 05:55 R dataframe-to-table type_dict, R 0.059 s -0.099
2022-11-08 05:55 R dataframe-to-table type_floats, R 0.013 s -0.815
2022-11-08 05:57 R file-read uncompressed, parquet, dataframe, nyctaxi_2010-01, R 0.904 s -1.436
2022-11-08 05:37 Python dataset-selectivity 10%, nyctaxi_multi_ipc_s3 2.057 s 0.070
2022-11-08 05:38 Python file-read snappy, parquet, dataframe, fanniemae_2016Q4 1.517 s -1.422
2022-11-08 05:38 Python file-read lz4, feather, table, fanniemae_2016Q4 0.820 s 0.455
2022-11-08 05:45 Python file-write snappy, parquet, table, nyctaxi_2010-01 7.523 s 1.446
2022-11-08 05:55 R dataframe-to-table type_strings, R 0.544 s -1.197
2022-11-08 05:55 R dataframe-to-table type_nested, R 0.581 s -1.272
2022-11-08 05:56 R file-read lz4, feather, table, fanniemae_2016Q4, R 0.608 s -2.196
2022-11-08 05:39 Python file-read snappy, parquet, table, nyctaxi_2010-01 0.951 s -2.599
2022-11-08 05:42 Python file-write snappy, parquet, dataframe, fanniemae_2016Q4 20.222 s -0.443
2022-11-08 06:03 R file-write snappy, parquet, dataframe, fanniemae_2016Q4, R 16.839 s -0.288
2022-11-08 05:40 Python file-write uncompressed, parquet, table, fanniemae_2016Q4 10.239 s 0.036
2022-11-08 06:01 R file-write uncompressed, parquet, dataframe, fanniemae_2016Q4, R 16.377 s -0.260
2022-11-08 06:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.196 s 0.021
2022-11-08 05:56 R file-read snappy, parquet, dataframe, fanniemae_2016Q4, R 1.584 s -1.341
2022-11-08 05:57 R file-read lz4, feather, dataframe, fanniemae_2016Q4, R 0.853 s -0.621
2022-11-08 06:02 R file-write snappy, parquet, table, fanniemae_2016Q4, R 10.131 s -0.064
2022-11-08 05:56 R file-read uncompressed, feather, dataframe, fanniemae_2016Q4, R 0.567 s 0.481
2022-11-08 05:58 R file-read uncompressed, feather, dataframe, nyctaxi_2010-01, R 0.818 s 0.912
2022-11-08 05:56 R file-read uncompressed, parquet, dataframe, fanniemae_2016Q4, R 1.601 s -1.284
2022-11-08 05:59 R file-write uncompressed, parquet, table, fanniemae_2016Q4, R 9.712 s -0.026
2022-11-08 05:57 R file-read uncompressed, parquet, table, nyctaxi_2010-01, R 0.561 s -1.952
2022-11-08 05:57 R file-read uncompressed, feather, table, nyctaxi_2010-01, R 0.215 s 1.002
2022-11-08 05:58 R file-read lz4, feather, table, nyctaxi_2010-01, R 0.582 s -0.302
2022-11-08 06:04 R file-write uncompressed, feather, table, fanniemae_2016Q4, R 2.957 s -0.462
2022-11-08 06:05 R file-write uncompressed, feather, dataframe, fanniemae_2016Q4, R 9.038 s -1.681
2022-11-08 06:06 R file-write lz4, feather, table, fanniemae_2016Q4, R 1.492 s 0.440
2022-11-08 06:07 R file-write lz4, feather, dataframe, fanniemae_2016Q4, R 7.466 s -1.161
2022-11-08 06:08 R file-write uncompressed, parquet, table, nyctaxi_2010-01, R 5.011 s 0.780
2022-11-08 06:09 R file-write uncompressed, parquet, dataframe, nyctaxi_2010-01, R 5.947 s 0.800
2022-11-08 06:10 R file-write snappy, parquet, table, nyctaxi_2010-01, R 6.728 s 0.921
2022-11-08 06:11 R file-write snappy, parquet, dataframe, nyctaxi_2010-01, R 7.917 s 0.593
2022-11-08 06:12 R file-write uncompressed, feather, table, nyctaxi_2010-01, R 1.309 s -0.176
2022-11-08 06:13 R file-write uncompressed, feather, dataframe, nyctaxi_2010-01, R 2.295 s -0.225
2022-11-08 06:15 R partitioned-dataset-filter vignette, dataset-taxi-parquet, R 0.559 s 0.269
2022-11-08 06:14 R file-write lz4, feather, table, nyctaxi_2010-01, R 1.471 s -0.361
2022-11-08 06:15 R partitioned-dataset-filter small_no_files, dataset-taxi-parquet, R 0.240 s 1.004
2022-11-08 06:15 R partitioned-dataset-filter dims, dataset-taxi-parquet, R 0.579 s 0.366
2022-11-08 06:15 R file-write lz4, feather, dataframe, nyctaxi_2010-01, R 2.203 s -0.585
2022-11-08 06:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.271 s 0.045
2022-11-08 06:15 R partitioned-dataset-filter payment_type_3, dataset-taxi-parquet, R 1.595 s -0.869
2022-11-08 06:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.426 s 0.427
2022-11-08 06:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s 0.692
2022-11-08 06:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.196 s 0.040
2022-11-08 06:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.344 s 0.366
2022-11-08 06:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.265 s 0.698
2022-11-08 06:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.284 s 0.522
2022-11-08 06:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.276 s 0.503
2022-11-08 06:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.586 s -0.182
2022-11-08 06:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.297 s 0.530
2022-11-08 06:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.331 s 0.563
2022-11-08 06:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.002 s 0.279
2022-11-08 06:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.223 s 0.558
2022-11-08 06:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s 0.566
2022-11-08 06:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.050 s -0.238
2022-11-08 06:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.503
2022-11-08 06:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.652 s 0.533
2022-11-08 06:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.696 s -0.332
2022-11-08 06:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.273 s 0.586
2022-11-08 06:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s 0.413
2022-11-08 06:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.585 s -0.075
2022-11-08 06:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.301 s 0.272
2022-11-08 06:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 0.928 s -0.419
2022-11-08 06:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.511 s -0.684
2022-11-08 06:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.193 s 0.619
2022-11-08 06:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.228 s 0.549
2022-11-08 06:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.197 s 0.589
2022-11-08 06:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.324 s 0.673
2022-11-08 06:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.237 s 0.631
2022-11-08 06:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 0.489
2022-11-08 06:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.256 s 0.621
2022-11-08 06:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 0.916 s -0.369
2022-11-08 06:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s 0.452
2022-11-08 06:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.193 s -0.982
2022-11-08 06:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.316 s 0.448
2022-11-08 06:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.266 s 0.422
2022-11-08 06:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.156 s 0.418
2022-11-08 06:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s 0.524
2022-11-08 06:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.346 s 0.455
2022-11-08 06:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.717 s -0.594
2022-11-08 06:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.365 s 0.395
2022-11-08 06:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.280 s 0.539
2022-11-08 06:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.629 s 0.613
2022-11-08 06:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.343 s 0.582
2022-11-08 06:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.158 s 0.422
2022-11-08 06:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.281 s 0.557
2022-11-08 06:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.652 s 0.193
2022-11-08 06:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.640 s 0.049
2022-11-08 06:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 3.271 s -0.747
2022-11-08 06:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.229 s 0.409
2022-11-08 06:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.504 s -0.329
2022-11-08 06:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s 0.363
2022-11-08 06:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.173 s 0.584
2022-11-08 06:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.346 s 0.261
2022-11-08 06:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s 0.397
2022-11-08 06:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.777 s 0.225
2022-11-08 06:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.579 s -0.407
2022-11-08 06:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.335 s 0.457
2022-11-08 06:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.325 s 0.586
2022-11-08 06:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.709 s 0.225
2022-11-08 06:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.420 s 0.379
2022-11-08 06:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.361 s 0.610
2022-11-08 06:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.606 s 0.578
2022-11-08 06:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.717 s -0.397
2022-11-08 06:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.366 s 0.468
2022-11-08 06:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s 0.449
2022-11-08 06:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.483
2022-11-08 06:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s 0.529
2022-11-08 06:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.489
2022-11-08 06:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.290 s 0.668
2022-11-08 06:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.201 s 0.370
2022-11-08 06:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s 0.281
2022-11-08 06:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.428
2022-11-08 06:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 6.648 s 0.166
2022-11-08 06:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 2.513 s 0.650
2022-11-08 06:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.229 s 0.532
2022-11-08 06:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s 0.430
2022-11-08 06:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s 0.308
2022-11-08 06:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.193 s 0.380
2022-11-08 06:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.496
2022-11-08 06:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 0.867 s 0.535
2022-11-08 06:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 0.859 s 0.298
2022-11-08 06:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.321 s 0.420
2022-11-08 06:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s 0.501
2022-11-08 06:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s 0.454
2022-11-08 06:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.298 s -0.219
2022-11-08 06:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 9.077 s -0.339
2022-11-08 06:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.649 s 0.212
2022-11-08 06:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.549
2022-11-08 06:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.865 s -0.428
2022-11-08 06:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 0.958 s 0.288
2022-11-08 06:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.158 s -1.060
2022-11-08 06:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.247 s 0.598
2022-11-08 06:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.204 s 0.380
2022-11-08 06:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.424 s 0.653
2022-11-08 06:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.428 s -0.636
2022-11-08 06:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s 0.183
2022-11-08 06:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.435 s 0.676
2022-11-08 06:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.767 s 0.232
2022-11-08 06:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.331 s 0.398
2022-11-08 06:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.717 s -0.551
2022-11-08 06:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.178 s 0.589
2022-11-08 06:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.276 s 0.518
2022-11-08 06:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.604 s -0.091
2022-11-08 06:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.253 s 0.476
2022-11-08 06:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.742
2022-11-08 06:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 32.978 s -0.812
2022-11-08 07:04 JavaScript get Vector numbers 0.002 s 0.165
2022-11-08 06:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.410 s 0.404
2022-11-08 06:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.304
2022-11-08 06:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.924 s -0.666
2022-11-08 06:38 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 1.517 s -0.618
2022-11-08 06:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.201 s 0.537
2022-11-08 06:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.378 s 0.525
2022-11-08 06:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.901 s 0.163
2022-11-08 06:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s 0.445
2022-11-08 06:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.326 s 0.681
2022-11-08 06:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 0.901 s 0.379
2022-11-08 06:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.298 s 0.520
2022-11-08 06:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.356 s 0.044
2022-11-08 06:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.189 s 0.540
2022-11-08 06:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 0.894 s 0.138
2022-11-08 06:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.056 s -0.215
2022-11-08 06:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.210 s 0.479
2022-11-08 06:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.314 s 0.475
2022-11-08 06:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 5.312 s 0.473
2022-11-08 06:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.532 s -0.244
2022-11-08 06:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.240 s -0.195
2022-11-08 06:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.251 s 0.594
2022-11-08 06:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s 0.575
2022-11-08 06:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 5.717 s 0.176
2022-11-08 06:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.235 s 0.515
2022-11-08 06:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.590 s -0.809
2022-11-08 06:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 5.411 s 0.299
2022-11-08 06:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.256 s 0.462
2022-11-08 06:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.325 s 0.562
2022-11-08 06:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.205 s 0.624
2022-11-08 06:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.328 s 0.517
2022-11-08 06:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.220 s 0.166
2022-11-08 06:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.257 s 0.569
2022-11-08 06:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.298 s -0.128
2022-11-08 06:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 6.161 s 0.005
2022-11-08 06:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s 0.458
2022-11-08 06:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.317 s 0.330
2022-11-08 06:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 0.949 s 0.033
2022-11-08 06:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.782 s 0.358
2022-11-08 06:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.153 s -0.445
2022-11-08 06:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.154 s -0.366
2022-11-08 06:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 0.964 s -0.152
2022-11-08 06:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.258 s 0.594
2022-11-08 06:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.367 s 0.362
2022-11-08 06:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.585 s 0.553
2022-11-08 06:36 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 3.283 s 0.990
2022-11-08 06:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.261 s 0.357
2022-11-08 06:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.517 s -0.133
2022-11-08 06:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.316 s 0.582
2022-11-08 06:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.295 s 0.276
2022-11-08 06:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.540
2022-11-08 06:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.579 s -0.036
2022-11-08 06:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.403 s 0.721
2022-11-08 06:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.255 s 0.520
2022-11-08 06:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.443 s 0.597
2022-11-08 07:04 JavaScript Slice toArray vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.135
2022-11-08 06:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.262 s -0.701
2022-11-08 07:04 JavaScript toArray Vector string 0.147 s -0.476
2022-11-08 07:04 JavaScript Table tracks, 1,000,000 0.250 s 1.135
2022-11-08 06:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s 0.617
2022-11-08 06:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.189 s 0.575
2022-11-08 06:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.536 s 0.430
2022-11-08 06:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.303 s 0.444
2022-11-08 07:04 JavaScript Iterate Vector uint16Array 0.002 s 0.675
2022-11-08 07:04 JavaScript Spread Vector int64Array 0.012 s 0.553
2022-11-08 07:04 JavaScript Spread Vector float64Array 0.008 s 0.597
2022-11-08 07:04 JavaScript Table tracks, 1,000,000 0.094 s 1.161
2022-11-08 06:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.662 s 0.487
2022-11-08 06:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.432 s -0.817
2022-11-08 07:04 JavaScript Get values by index lat, 1,000,000, Float32, tracks 0.030 s -0.630
2022-11-08 07:04 JavaScript Slice vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 06:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.288 s 0.549
2022-11-08 06:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.713 s 0.521
2022-11-08 07:04 JavaScript get Vector int16Array 0.003 s 0.572
2022-11-08 07:04 JavaScript Get values by index lng, 1,000,000, Float32, tracks 0.030 s -0.192
2022-11-08 07:04 JavaScript Iterate vectors lng, 1,000,000, Float32, tracks 0.023 s 0.903
2022-11-08 07:04 JavaScript Iterate vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.084
2022-11-08 07:04 JavaScript get Vector int64Array 0.003 s 0.364
2022-11-08 07:04 JavaScript Get values by index destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.235
2022-11-08 07:04 JavaScript Table Direct Count lng, 1,000,000, gt, Float32, 0, tracks 0.031 s 0.248
2022-11-08 06:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 5.919 s -1.087
2022-11-08 06:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 30.059 s -0.814
2022-11-08 06:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.222 s 0.295
2022-11-08 07:04 JavaScript Iterate Vector int16Array 0.002 s 0.596
2022-11-08 07:04 JavaScript Iterate Vector string 0.129 s -1.562
2022-11-08 07:04 JavaScript Spread Vector uint16Array 0.006 s 0.746
2022-11-08 07:04 JavaScript Spread Vector uint64Array 0.012 s 0.168
2022-11-08 06:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.606 s 0.333
2022-11-08 07:04 JavaScript Iterate Vector dictionary 0.004 s 0.010
2022-11-08 06:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s 0.410
2022-11-08 07:04 JavaScript vectorFromArray numbers 0.016 s 0.691
2022-11-08 07:04 JavaScript Iterate Vector booleans 0.004 s 0.384
2022-11-08 07:04 JavaScript vectorFromArray dictionary 0.017 s 0.838
2022-11-08 07:04 JavaScript Iterate Vector uint64Array 0.004 s 0.770
2022-11-08 07:04 JavaScript Iterate Vector int64Array 0.004 s 0.532
2022-11-08 07:04 JavaScript Iterate Vector uint8Array 0.002 s -0.172
2022-11-08 07:04 JavaScript Iterate Vector float32Array 0.002 s 0.655
2022-11-08 07:04 JavaScript Iterate Vector numbers 0.002 s 0.635
2022-11-08 07:04 JavaScript Spread Vector uint32Array 0.007 s 0.315
2022-11-08 07:04 JavaScript Iterate Vector uint32Array 0.002 s 0.797
2022-11-08 07:04 JavaScript Iterate Vector int8Array 0.002 s 0.172
2022-11-08 07:04 JavaScript vectorFromArray booleans 0.018 s -0.429
2022-11-08 07:04 JavaScript Spread Vector dictionary 0.010 s -0.532
2022-11-08 07:04 JavaScript toArray Vector dictionary 0.010 s -0.053
2022-11-08 07:04 JavaScript get Vector uint8Array 0.003 s 0.238
2022-11-08 07:04 JavaScript Iterate Vector int32Array 0.002 s 0.183
2022-11-08 07:04 JavaScript Spread Vector uint8Array 0.006 s 1.027
2022-11-08 07:04 JavaScript Spread Vector int8Array 0.006 s 0.202
2022-11-08 07:04 JavaScript Spread Vector int32Array 0.007 s 0.002
2022-11-08 07:04 JavaScript Spread Vector float32Array 0.008 s 1.144
2022-11-08 07:04 JavaScript Iterate Vector float64Array 0.002 s 0.758
2022-11-08 07:04 JavaScript get Vector float64Array 0.002 s 0.139
2022-11-08 07:04 JavaScript Slice toArray vectors lng, 1,000,000, Float32, tracks 0.000 s 0.304
2022-11-08 07:04 JavaScript Slice vectors lng, 1,000,000, Float32, tracks 0.000 s
2022-11-08 07:04 JavaScript Slice vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.000 s
2022-11-08 07:04 JavaScript Spread Vector int16Array 0.006 s 0.511
2022-11-08 07:04 JavaScript toArray Vector booleans 0.010 s -0.048
2022-11-08 07:04 JavaScript get Vector string 0.124 s 0.169
2022-11-08 07:04 JavaScript Parse write recordBatches, tracks 0.002 s -0.678
2022-11-08 07:04 JavaScript Spread vectors destination, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.723
2022-11-08 07:04 JavaScript Spread Vector numbers 0.008 s 1.057
2022-11-08 07:04 JavaScript toArray Vector uint8Array
2022-11-08 07:04 JavaScript toArray Vector uint32Array
2022-11-08 07:04 JavaScript toArray Vector int8Array
2022-11-08 07:04 JavaScript toArray Vector int32Array
2022-11-08 07:04 JavaScript toArray Vector float32Array
2022-11-08 07:04 JavaScript toArray Vector numbers
2022-11-08 07:04 JavaScript Spread Vector booleans 0.010 s 0.093
2022-11-08 07:04 JavaScript Spread Vector string 0.146 s -0.372
2022-11-08 07:04 JavaScript toArray Vector uint16Array
2022-11-08 07:04 JavaScript toArray Vector uint64Array
2022-11-08 07:04 JavaScript toArray Vector int16Array
2022-11-08 07:04 JavaScript toArray Vector int64Array
2022-11-08 07:04 JavaScript toArray Vector float64Array
2022-11-08 07:04 JavaScript get Vector uint16Array 0.003 s 0.029
2022-11-08 07:04 JavaScript get Vector uint32Array 0.003 s 0.380
2022-11-08 07:04 JavaScript Table tracks, 1,000,000 0.050 s -1.708
2022-11-08 07:04 JavaScript Table 1,000,000, tracks 0.247 s 1.273
2022-11-08 07:04 JavaScript get Vector uint64Array 0.003 s 0.452
2022-11-08 07:04 JavaScript get Vector booleans 0.002 s 0.370
2022-11-08 07:04 JavaScript Spread vectors lng, 1,000,000, Float32, tracks 0.189 s -0.274
2022-11-08 07:04 JavaScript get Vector int8Array 0.003 s 1.236
2022-11-08 07:04 JavaScript get Vector int32Array 0.003 s 0.317
2022-11-08 07:04 JavaScript Slice toArray vectors lat, 1,000,000, Float32, tracks 0.000 s 0.320
2022-11-08 07:04 JavaScript get Vector float32Array 0.002 s 0.130
2022-11-08 07:04 JavaScript Get values by index origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.039 s 0.020
2022-11-08 07:04 JavaScript Iterate vectors lat, 1,000,000, Float32, tracks 0.023 s 0.947
2022-11-08 07:04 JavaScript Iterate vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.040 s 0.209
2022-11-08 07:04 JavaScript Slice toArray vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s 0.164
2022-11-08 07:04 JavaScript Slice vectors lat, 1,000,000, Float32, tracks 0.000 s
2022-11-08 07:04 JavaScript Table Direct Count origin, 1,000,000, eq, Dictionary<Int8, Utf8>, Seattle, tracks 0.033 s -2.619
2022-11-08 07:04 JavaScript get Vector dictionary 0.002 s 0.291
2022-11-08 07:04 JavaScript Parse read recordBatches, tracks 0.000 s 0.192
2022-11-08 07:04 JavaScript Spread vectors lat, 1,000,000, Float32, tracks 0.186 s 0.822
2022-11-08 07:04 JavaScript Spread vectors origin, 1,000,000, Dictionary<Int8, Utf8>, tracks 0.108 s -0.043
2022-11-08 07:04 JavaScript Table Direct Count lat, 1,000,000, gt, Float32, 0, tracks 0.032 s 0.235